The DOI matches its Crossref record; 39 of the 39 references it cites were found in a registry or an index.
Basic statistical analysis in genetic case-control studies
Open accessAbstract
This protocol describes how to perform basic statistical analysis in a population-based genetic association case-control study. The steps described involve the (i) appropriate selection of measures of association and relevance of disease models; (ii) appropriate selection of tests of association; (iii) visualization and interpretation of results; (iv) consideration of appropriate methods to control for multiple testing; and (v) replication strategies. Assuming no previous experience with software such as PLINK, R or Haploview, we describe how to use these popular tools for handling single-nucleotide polymorphism data in order to carry out tests of association and visualize and interpret results. This protocol assumes that data quality assessment and control has been performed, as described in a previous protocol, so that samples and markers deemed to have the potential to introduce bias to the study have been identified and removed. Study design, marker selection and quality control of case-control studies have also been discussed in earlier protocols. The protocol should take ∼1 h to complete.
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Cites
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
Benjamini, Y., & Hochberg, Y. (1995) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1995.tb02031.x · Cited by 109,482
(1990) · Choice Reviews Online · doi:10.5860/choice.27-3338 · Cited by 35,305
PLINK: a tool set for whole-genome association and population-based linkage analyses.
Purcell, S., Neale, B., Todd-Brown, K., Thomas, L., Ferreira, M. A. R., Bender, D., Maller, J., Sklar, P., de Bakker, P. I. W., Daly, M. J., et al. (2007) · The American Journal of Human Genetics · doi:10.1086/519795 · Cited by 34,089
A Simple Sequentially Rejective Multiple Test Procedure
(1979) · Scandinavian Journal of Statistics · doi:10.2307/4615733 · Cited by 21,526
Hosmer, D. W., & Lemeshow, S. (2000) · doi:10.1002/0471722146 · Cited by 20,302
Haploview: analysis and visualization of LD and haplotype maps
Barrett, J. C., Fry, B., Maller, J., & Daly, M. J. (2005) · Bioinformatics · doi:10.1093/bioinformatics/bth457 · Cited by 14,525
The control of the false discovery rate in multiple testing under dependency
Benjamini, Y., & Yekutieli, D. (2001) · The Annals of Statistics · doi:10.1214/aos/1013699998 · Cited by 10,490
Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls
The Wellcome Trust Case Control Consortium, Management Committee, Burton, P. R., Clayton, D. G., Cardon, L. R., Craddock, N., Deloukas, P., Duncanson, A., Kwiatkowski, D. P., McCarthy, M. I., et al. (2007) · Nature · doi:10.1038/nature05911 · Cited by 9,442
Self-citationThe International HapMap Project
†The International HapMap Consortium, Genotyping centres: Baylor College of Medicine and ParAllele BioScience, Gibbs, R. A., Belmont, J. W., Hardenbol, P., Willis, T. D., Yu, F., Chinese HapMap Consortium, Yang, H., Ch'ang, L.-Y., et al. (2003) · Nature · doi:10.1038/nature02168 · Cited by 6,057
Self-citationDiscrete Multivariate Analysis: Theory and Practice.
Beniger, J. R., Bishop, Y. M. M., Feinberg, S. E., Holland, P. W., Light, R. J., & Mosteller, F. (1975) · Contemporary Sociology · doi:10.2307/2063625 · Cited by 5,108
Cited by
Sosnay, P. R., Siklosi, K. R., Van Goor, F., Kaniecki, K., Yu, H., Sharma, N., Ramalho, A. S., Amaral, M. D., Dorfman, R., Zielenski, J., et al. (2013) · Nature Genetics · doi:10.1038/ng.2745 · Cited by 630
Deconstructing a Syndrome: Genomic Insights Into PCOS Causal Mechanisms and Classification
Dapas, M., & Dunaif, A. (2022) · Endocrine Reviews · doi:10.1210/endrev/bnac001 · Cited by 300
Cacciaglia, R., Molinuevo, J. L., Falcón, C., Brugulat‐Serrat, A., Sánchez‐Benavides, G., Gramunt, N., Esteller, M., Morán, S., Minguillón, C., Fauria, K., et al. (2018) · Alzheimer's & Dementia · doi:10.1016/j.jalz.2018.01.016 · Cited by 124
Lessons learned — resolving the enigma of genetic factors in IBS
Gazouli, M., Wouters, M. M., Kapur-Pojskić, L., Bengtson, M.-B., Friedman, E., Nikčević, G., Demetriou, C. A., Mulak, A., Santos, J., & Niesler, B. (2016) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/nrgastro.2015.206 · Cited by 86
Metadata
- Authors
- Clarke, G. M., Anderson, C. A., Pettersson, F. H., Cardon, L. R., Morris, A. P., & Zondervan, K. T.
- Venue
- Nature Protocols
- Published
- 2011-02
- Volume
- 6
- Issue
- 2
- Pages
- 121-133
- ISSN
- 1750-2799 (ISSN-L)
- 1754-2189
- OpenAlex
- W2148732309
- Cited by
- 508
- References
- 39
- FWCI
- 10.96
- Type
- journal article
- Language
- en
- Open access
- green
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